{"id":"W7162086552","doi":"10.59236/emro.v26i4a8202","title":"Coming to You","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humiliation; Face (sociological concept); Prejudice (legal term); Sorrow; Alienation; Anguish; Scapegoating; Economic Justice; Lesbian","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001353546,0.00034039,0.0006416945,0.0001755316,0.0004633558,0.0001618019,0.0004545262,0.0001376948,0.003962776],"category_scores_gemma":[0.005524511,0.0002722819,0.0002976315,0.001532886,0.0002866892,0.0002474978,0.0001059777,0.00042064,0.006545971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151182,"about_ca_system_score_gemma":0.001689223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008677193,"about_ca_topic_score_gemma":0.001380762,"domain_scores_codex":[0.9969989,0.0002979457,0.0008286525,0.0006384935,0.0006831589,0.0005528332],"domain_scores_gemma":[0.9976729,0.001066911,0.0001202643,0.0002746135,0.0002123708,0.0006529784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003513562,0.0002471173,0.0001182217,0.0003623581,0.00006311452,0.000003962597,0.1192436,2.537676e-7,0.00002302187,0.02252821,0.5690536,0.2883529],"study_design_scores_gemma":[0.00005586032,0.00002997191,0.001012689,0.002184832,0.0001635763,0.000003433684,0.01175299,0.000006032353,0.000003458691,0.002149812,0.982334,0.0003033989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00132514,0.5056275,0.00005132581,0.4499098,0.02566876,0.001200566,0.0002019526,0.00005390348,0.01596102],"genre_scores_gemma":[0.05484731,0.6537071,0.02551699,0.01639609,0.1222145,0.001007156,0.001010626,0.0001247243,0.1251754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4335137,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07857021688027473,"score_gpt":0.4270069560277554,"score_spread":0.3484367391474807,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}